Mechanism_missing rate | Performance evaluation of mode imputation (MdI) | ||||
---|---|---|---|---|---|
AUC | CA | F1-Score | Precision | Recall | |
MCAR_10 | 0.959 | 0.894 | 0.893 | 0.893 | 0.894 |
MCAR_20 | 0.937 | 0.888 | 0.887 | 0.887 | 0.888 |
MCAR_30 | 0.925 | 0.880 | 0.879 | 0.879 | 0.880 |
MCAR_40 | 0.911 | 0.876 | 0.874 | 0.875 | 0,876 |
MCAR_50 | 0.891 | 0.839 | 0.838 | 0.838 | 0,839 |
MCAR_60 | 0 . 877 | 0.844 | 0.843 | 0.843 | 0.844 |